Factors affecting algorithm selection

Answer 1

Algorithm selection is influenced by several factors, including the nature of the problem being solved, the size and type of data, computational resources available, and desired performance metrics such as accuracy, speed, and scalability. Additionally, the algorithm's interpretability and ease of implementation play a role, especially in applications where transparency is crucial. Finally, domain-specific considerations and the experience of the practitioner can also guide the choice of algorithm.